We adopt two types of traffic model as the physics component, the Lighthill-Whitham-Richards (LWR) model  [1]} and the Aw–Rascle–Zhang (ARZ) model [2]}, to construct the LWR-based PhysGAN (LWR-PhysGAN) and the ARZ-based PhysGAN (ARZ-PhysGAN).
